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This book bridges the gap between mathematics and computer science to show you how to gain actionable insights from your data. You'll explore the entire data science pipeline while learning effective data mining techniques and the fundamentals of computational mathematics and statistics to create powerful data visualizations.
The book will allow readers to implement smart solutions to their existing cybersecurity products and effectively build intelligent solutions which cater to the needs of the future. By the end of this book, you will be able to build, apply, and evaluate machine learning algorithms to identify various cybersecurity potential threats.
Feature engineering is the most important step in creating powerful machine learning systems. This book will take you through the entire feature-engineering journey to make your machine learning much more systematic and effective.
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